Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-12-01 |
| Last Updated | 2025-01-29 7:01 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.9916386582606900 |
| 1990-02-01 | 4.9587211972183900 |
| 1990-03-01 | 5.0496337090595100 |
| 1990-04-01 | 5.0557789043527400 |
| 1990-05-01 | 5.0597512319546105 |
| 1990-06-01 | 5.0684047414299500 |
| 1990-07-01 | 5.4143322978003610 |
| 1990-08-01 | 5.3944496015940700 |
| 1990-09-01 | 5.5970347423794400 |
| 1990-10-01 | 5.2239086365959295 |
| 1990-11-01 | 5.4087275092359700 |
| 1990-12-01 | 5.3873084511709000 |
| 1991-01-01 | 5.2879936965380800 |
| 1991-02-01 | 5.2516369826015700 |
| 1991-03-01 | 5.2371612207304010 |
| 1991-04-01 | 5.3574123891515590 |
| 1991-05-01 | 5.4586354774203900 |
| 1991-06-01 | 5.4715026284170590 |
| 1991-07-01 | 5.5168947629910710 |
| 1991-08-01 | 5.6018879991495500 |
| 1991-09-01 | 5.6075067828716800 |
| 1991-10-01 | 5.6280866060586705 |
| 1991-11-01 | 5.6119538994268500 |
| 1991-12-01 | 5.6967266446357090 |
| 1992-01-01 | 6.1793974474242200 |
| 1992-02-01 | 6.1296729809952110 |
| 1992-03-01 | 6.1139520086644510 |
| 1992-04-01 | 6.2612109274871700 |
| 1992-05-01 | 6.2527991544290590 |
| 1992-06-01 | 6.3745960483600590 |
| 1992-07-01 | 6.3269742595483690 |
| 1992-08-01 | 6.2200294465820300 |
| 1992-09-01 | 6.3197276304366790 |
| 1992-10-01 | 5.5359218541919200 |
| 1992-11-01 | 5.5181696063734810 |
| 1992-12-01 | 5.5140148288800800 |
| 1993-01-01 | 5.1621813786935200 |
| 1993-02-01 | 5.1977367434423000 |
| 1993-03-01 | 5.2841826839863600 |
| 1993-04-01 | 5.0628203487704900 |
| 1993-05-01 | 5.0523831915851200 |
| 1993-06-01 | 5.0752253590286300 |
| 1993-07-01 | 5.0345848450526110 |
| 1993-08-01 | 5.1424218351583395 |
| 1993-09-01 | 5.2376001630155300 |
| 1993-10-01 | 5.3460695626212000 |
| 1993-11-01 | 5.4175451755131400 |
| 1993-12-01 | 5.4269807045547500 |
| 1994-01-01 | 5.4416040241706600 |
| 1994-02-01 | 5.4766489379689505 |
| 1994-03-01 | 5.4604917916464200 |
| 1994-04-01 | 5.4717735052811100 |
| 1994-05-01 | 5.4494139183097900 |
| 1994-06-01 | 5.3746768512790700 |
| 1994-07-01 | 5.4344275082734300 |
| 1994-08-01 | 5.3529385760996110 |
| 1994-09-01 | 5.2534020339012310 |
| 1994-10-01 | 5.0593913864171000 |
| 1994-11-01 | 5.2107481610779690 |
| 1994-12-01 | 5.2324475860182000 |
| 1995-01-01 | 5.5344474216439810 |
| 1995-02-01 | 5.4784398544729610 |
| 1995-03-01 | 5.5494228799758400 |
| 1995-04-01 | 5.4763976870699000 |
| 1995-05-01 | 5.5470278741261900 |
| 1995-06-01 | 5.4657365203370700 |
| 1995-07-01 | 5.5120398706279300 |
| 1995-08-01 | 5.6504712957576295 |
| 1995-09-01 | 5.7707883544158600 |
| 1995-10-01 | 5.7774630393599700 |
| 1995-11-01 | 5.8090515493721110 |
| 1995-12-01 | 5.8200480436289090 |
| 1996-01-01 | 6.0451964249417700 |
| 1996-02-01 | 6.0979680932853695 |
| 1996-03-01 | 6.1534950734036790 |
| 1996-04-01 | 6.1772864642204400 |
| 1996-05-01 | 6.1376205394335900 |
| 1996-06-01 | 6.2471143140892190 |
| 1996-07-01 | 6.1839220571729510 |
| 1996-08-01 | 6.2458880163054005 |
| 1996-09-01 | 6.2838987718317590 |
| 1996-10-01 | 6.4003420832158210 |
| 1996-11-01 | 6.5122428168973600 |
| 1996-12-01 | 6.4945751832242310 |
| 1997-01-01 | 6.6674083037985510 |
| 1997-02-01 | 6.6239203688627900 |
| 1997-03-01 | 6.5519514277694700 |
| 1997-04-01 | 6.6675227382230810 |
| 1997-05-01 | 6.8383477694882410 |
| 1997-06-01 | 6.9197492908200090 |
| 1997-07-01 | 7.1667566557997500 |
| 1997-08-01 | 7.3524896152177600 |
| 1997-09-01 | 7.3027535992810100 |
| 1997-10-01 | 8.5210407796310900 |
| 1997-11-01 | 7.5074170850550590 |
| 1997-12-01 | 7.5567204971978890 |
| 1998-01-01 | 7.4754336458067600 |
| 1998-02-01 | 7.5474570189029410 |
| 1998-03-01 | 7.4518163600661400 |
| 1998-04-01 | 7.8613687915977300 |
| 1998-05-01 | 8.2431503707321100 |
| 1998-06-01 | 8.2998099213372000 |
| 1998-07-01 | 8.2696032353457110 |
| 1998-08-01 | 8.0674154051788000 |
| 1998-09-01 | 8.0183850053491400 |
| 1998-10-01 | 7.7338911189102810 |
| 1998-11-01 | 7.7891470041943400 |
| 1998-12-01 | 7.9250888154629700 |
| 1999-01-01 | 7.7755008107564290 |
| 1999-02-01 | 7.8555871051736700 |
| 1999-03-01 | 7.8487418178528890 |
| 1999-04-01 | 7.9575516360994600 |
| 1999-05-01 | 7.9583950269358490 |
| 1999-06-01 | 7.9885445176526600 |
| 1999-07-01 | 7.9825388981478000 |
| 1999-08-01 | 7.8810587302386900 |
| 1999-09-01 | 7.5259396738919010 |
| 1999-10-01 | 7.9435791681253600 |
| 1999-11-01 | 7.9749241291706000 |
| 1999-12-01 | 8.1193428898505500 |
| 2000-01-01 | 8.0516568266451800 |
| 2000-02-01 | 8.1386967267758090 |
| 2000-03-01 | 8.3517287157490600 |
| 2000-04-01 | 8.5587173641558800 |
| 2000-05-01 | 8.1712437008298000 |
| 2000-06-01 | 8.1897833249681900 |
| 2000-07-01 | 8.2013768452725000 |
| 2000-08-01 | 8.3912281534528800 |
| 2000-09-01 | 8.4271932176228100 |
| 2000-10-01 | 8.5543675529540600 |
| 2000-11-01 | 8.6657524050145810 |
| 2000-12-01 | 8.6245131443599500 |
| 2001-01-01 | 7.6191906746424700 |
| 2001-02-01 | 7.4090552568195900 |
| 2001-03-01 | 7.3494256758063790 |
| 2001-04-01 | 7.2671427426991110 |
| 2001-05-01 | 7.1903773303576600 |
| 2001-06-01 | 7.1036021796316910 |
| 2001-07-01 | 6.9195620805708800 |
| 2001-08-01 | 6.8871574499854200 |
| 2001-09-01 | 6.9251341782622900 |
| 2001-10-01 | 6.9600835520507000 |
| 2001-11-01 | 6.9536652741004910 |
| 2001-12-01 | 6.8340977917452000 |
| 2002-01-01 | 6.8832659842607300 |
| 2002-02-01 | 6.9875722172305790 |
| 2002-03-01 | 6.8697532468148500 |
| 2002-04-01 | 6.9778220083537600 |
| 2002-05-01 | 6.8962336602552900 |
| 2002-06-01 | 7.2149575711538600 |
| 2002-07-01 | 7.3276086003322190 |
| 2002-08-01 | 7.5762476241692200 |
| 2002-09-01 | 7.5273603602302600 |
| 2002-10-01 | 7.1592283146688090 |
| 2002-11-01 | 7.1433818514707810 |
| 2002-12-01 | 7.2362516462168210 |
| 2003-01-01 | 7.5692476623631110 |
| 2003-02-01 | 7.4758755811598210 |
| 2003-03-01 | 7.4907037518678200 |
| 2003-04-01 | 7.4901870415458610 |
| 2003-05-01 | 7.5029318567948800 |
| 2003-06-01 | 7.4277427513341390 |
| 2003-07-01 | 7.4191099461842690 |
| 2003-08-01 | 7.3512853097687490 |
| 2003-09-01 | 7.2238212397477110 |
| 2003-10-01 | 7.1514116009295705 |
| 2003-11-01 | 7.1434888729711610 |
| 2003-12-01 | 7.3465265130429290 |
| 2004-01-01 | 7.2749438488344600 |
| 2004-02-01 | 7.2755823310717310 |
| 2004-03-01 | 7.3077304357416500 |
| 2004-04-01 | 7.1946479299859200 |
| 2004-05-01 | 7.1973435037887095 |
| 2004-06-01 | 7.1291534528555190 |
| 2004-07-01 | 7.2076552645172100 |
| 2004-08-01 | 7.2303976806824410 |
| 2004-09-01 | 7.2288010251353710 |
| 2004-10-01 | 7.2445307635367900 |
| 2004-11-01 | 7.2461180257835105 |
| 2004-12-01 | 7.2518787263875994 |
| 2005-01-01 | 6.8939269794286000 |
| 2005-02-01 | 6.8784412321517300 |
| 2005-03-01 | 6.9069962738597000 |
| 2005-04-01 | 7.0956470671602405 |
| 2005-05-01 | 7.0952048035731200 |
| 2005-06-01 | 7.1434478136515700 |
| 2005-07-01 | 7.0035160303418400 |
| 2005-08-01 | 7.0048417901243700 |
| 2005-09-01 | 7.0224681031273900 |
| 2005-10-01 | 7.1306006049982000 |
| 2005-11-01 | 7.1370087090017900 |
| 2005-12-01 | 7.1630690185146600 |
| 2006-01-01 | 7.2238183385270100 |
| 2006-02-01 | 7.1925575698027300 |
| 2006-03-01 | 7.2126997981754600 |
| 2006-04-01 | 7.1893114731940310 |
| 2006-05-01 | 7.1833452681604010 |
| 2006-06-01 | 7.2514526210411000 |
| 2006-07-01 | 7.4028425395734105 |
| 2006-08-01 | 7.4862415736578700 |
| 2006-09-01 | 7.5143896159308206 |
| 2006-10-01 | 7.6146892736794300 |
| 2006-11-01 | 7.6279074151923710 |
| 2006-12-01 | 7.6835954205034400 |
| 2007-01-01 | 7.8483351916647600 |
| 2007-02-01 | 7.9995852020412990 |
| 2007-03-01 | 8.1125338139747700 |
| 2007-04-01 | 8.0891139899530000 |
| 2007-05-01 | 8.1833856496325890 |
| 2007-06-01 | 8.2639206026442100 |
| 2007-07-01 | 8.1972705805092190 |
| 2007-08-01 | 8.1674045030877000 |
| 2007-09-01 | 8.1949972949222600 |
| 2007-10-01 | 8.1946705639844910 |
| 2007-11-01 | 8.3216792626312000 |
| 2007-12-01 | 8.3094528333480800 |
| 2008-01-01 | 8.3714945700151200 |
| 2008-02-01 | 8.4105791308313210 |
| 2008-03-01 | 8.4117995354887100 |
| 2008-04-01 | 8.4895232223700800 |
| 2008-05-01 | 8.4841986568592600 |
| 2008-06-01 | 8.3646206193581100 |
| 2008-07-01 | 8.3908463767308000 |
| 2008-08-01 | 8.5533817251929500 |
| 2008-09-01 | 8.4868510400140900 |
| 2008-10-01 | 8.2798489972718500 |
| 2008-11-01 | 8.2212400583355500 |
| 2008-12-01 | 8.1231709684250700 |
| 2009-01-01 | 7.8841437990276910 |
| 2009-02-01 | 7.6151662138793800 |
| 2009-03-01 | 7.6085894597520490 |
| 2009-04-01 | 7.7972142785265600 |
| 2009-05-01 | 7.7939502393335500 |
| 2009-06-01 | 7.6642944921634900 |
| 2009-07-01 | 7.7881466373751200 |
| 2009-08-01 | 7.7410860519931100 |
| 2009-09-01 | 7.6835140663665200 |
| 2009-10-01 | 7.6630292111834800 |
| 2009-11-01 | 7.6147041980207800 |
| 2009-12-01 | 7.6183122525259690 |
| 2010-01-01 | 7.8037433095174300 |
| 2010-02-01 | 7.8278820085967900 |
| 2010-03-01 | 7.9148307683844505 |
| 2010-04-01 | 7.8017621510416700 |
| 2010-05-01 | 7.7945109687884700 |
| 2010-06-01 | 7.8496545817363210 |
| 2010-07-01 | 7.7838066279878495 |
| 2010-08-01 | 7.7353629730972004 |
| 2010-09-01 | 7.7957462111008500 |
| 2010-10-01 | 7.8589021247285090 |
| 2010-11-01 | 7.8188878323708500 |
| 2010-12-01 | 7.8114669408058400 |
| 2011-01-01 | 7.9085603119083500 |
| 2011-02-01 | 7.6266611404168790 |
| 2011-03-01 | 7.6106369492998900 |
| 2011-04-01 | 7.6072227696158805 |
| 2011-05-01 | 7.5010733670410500 |
| 2011-06-01 | 7.5330557621615700 |
| 2011-07-01 | 7.4769376581105810 |
| 2011-08-01 | 7.5406082512884490 |
| 2011-09-01 | 7.5126141859302100 |
| 2011-10-01 | 7.5594606253619190 |
| 2011-11-01 | 7.7255051802579400 |
| 2011-12-01 | 7.4991360639025700 |
| 2012-01-01 | 7.5167260670156000 |
| 2012-02-01 | 7.6287015225258300 |
| 2012-03-01 | 7.5089085730745190 |
| 2012-04-01 | 7.4984039931694400 |
| 2012-05-01 | 7.5931427972687000 |
| 2012-06-01 | 7.7126703256081900 |
| 2012-07-01 | 7.7690051504598090 |
| 2012-08-01 | 7.8541877037384500 |
| 2012-09-01 | 7.8278900851108210 |
| 2012-10-01 | 8.0772856331086600 |
| 2012-11-01 | 7.9444207185151790 |
| 2012-12-01 | 7.8960136664414500 |
| 2013-01-01 | 7.8149970311884110 |
| 2013-02-01 | 7.8161832438202310 |
| 2013-03-01 | 7.9096505726392010 |
| 2013-04-01 | 7.8746419660758790 |
| 2013-05-01 | 7.9853386655330600 |
| 2013-06-01 | 7.9017375407831505 |
| 2013-07-01 | 7.8641253119479910 |
| 2013-08-01 | 7.8697623618185810 |
| 2013-09-01 | 7.8299401577177905 |
| 2013-10-01 | 7.7986367415522695 |
| 2013-11-01 | 7.8627903370896300 |
| 2013-12-01 | 7.9928209403354000 |
| 2014-01-01 | 8.1234746114851700 |
| 2014-02-01 | 8.1168016215519110 |
| 2014-03-01 | 8.1114076152838900 |
| 2014-04-01 | 8.0358820196891610 |
| 2014-05-01 | 7.9634328832908000 |
| 2014-06-01 | 7.9970550800598100 |
| 2014-07-01 | 8.0649708982999400 |
| 2014-08-01 | 7.9836773459878000 |
| 2014-09-01 | 8.0232297636968700 |
| 2014-10-01 | 8.1251553286848800 |
| 2014-11-01 | 8.2911499701539700 |
| 2014-12-01 | 8.2977215443220000 |
| 2015-01-01 | 8.0224053884526800 |
| 2015-02-01 | 8.0096085785350510 |
| 2015-03-01 | 8.0056470405790000 |
| 2015-04-01 | 8.0957394673290400 |
| 2015-05-01 | 8.1530456153969090 |
| 2015-06-01 | 8.0986029083464900 |
| 2015-07-01 | 8.0735894724046910 |
| 2015-08-01 | 8.0044597560096500 |
| 2015-09-01 | 8.0140756887234500 |
| 2015-10-01 | 7.9351516477005900 |
| 2015-11-01 | 7.9064073339641800 |
| 2015-12-01 | 7.8976033793341790 |
| 2016-01-01 | 8.0239261793279900 |
| 2016-02-01 | 8.0124928622751000 |
| 2016-03-01 | 7.9002721528172010 |
| 2016-04-01 | 7.9609335403413610 |
| 2016-05-01 | 7.8409649269802800 |
| 2016-06-01 | 7.7027803065841510 |
| 2016-07-01 | 7.8930884580183700 |
| 2016-08-01 | 7.9231981403493610 |
| 2016-09-01 | 7.9103384818859500 |
| 2016-10-01 | 7.8385228479836500 |
| 2016-11-01 | 7.8124281803834100 |
| 2016-12-01 | 7.7980164231976290 |
| 2017-01-01 | 7.7112084497081510 |
| 2017-02-01 | 7.7013643397565100 |
| 2017-03-01 | 7.7952788628653300 |
| 2017-04-01 | 7.7474191606684200 |
| 2017-05-01 | 7.7441163346965505 |
| 2017-06-01 | 7.7120457247974300 |
| 2017-07-01 | 7.6159399913329400 |
| 2017-08-01 | 7.6376705067917000 |
| 2017-09-01 | 7.6148294352861300 |
| 2017-10-01 | 7.4284363571015100 |
| 2017-11-01 | 7.5008149061185990 |
| 2017-12-01 | 7.4956388101962200 |
| 2018-01-01 | 7.3956768097258700 |
| 2018-02-01 | 7.3930903183855000 |
| 2018-03-01 | 7.3845839193984200 |
| 2018-04-01 | 7.4582464063268600 |
| 2018-05-01 | 7.4467884737366700 |
| 2018-06-01 | 7.4190264681873390 |
| 2018-07-01 | 7.4385239489645900 |
| 2018-08-01 | 7.3484006096628205 |
| 2018-09-01 | 7.4323135184185400 |
| 2018-10-01 | 7.4159076494096600 |
| 2018-11-01 | 7.3841779377429000 |
| 2018-12-01 | 7.3892063181279410 |
| 2019-01-01 | 7.3671142956281400 |
| 2019-02-01 | 7.3781633900213490 |
| 2019-03-01 | 7.4765591006291290 |
| 2019-04-01 | 7.3883262691710305 |
| 2019-05-01 | 7.3590529964609500 |
| 2019-06-01 | 7.3267690239521100 |
| 2019-07-01 | 7.3471069253305700 |
| 2019-08-01 | 7.3545715836022000 |
| 2019-09-01 | 7.3543742125988090 |
| 2019-10-01 | 7.4019648861907810 |
| 2019-11-01 | 7.4699758755147100 |
| 2019-12-01 | 7.4854135492355200 |
| 2020-01-01 | 7.5344302028974100 |
| 2020-02-01 | 7.5642458624879800 |
| 2020-03-01 | 7.5680806688745800 |
| 2020-04-01 | 6.8247306610457095 |
| 2020-05-01 | 6.8666189148110300 |
| 2020-06-01 | 6.9300165869788100 |
| 2020-07-01 | 6.9502048360296000 |
| 2020-08-01 | 7.0562385334833800 |
| 2020-09-01 | 7.1815429141035590 |
| 2020-10-01 | 7.2991945737836100 |
| 2020-11-01 | 7.3642945053958500 |
| 2020-12-01 | 7.3797440127547510 |
| 2021-01-01 | 7.4962909084266990 |
| 2021-02-01 | 7.5473280617584600 |
| 2021-03-01 | 7.5586512337943600 |
| 2021-04-01 | 7.5556389553267190 |
| 2021-05-01 | 7.5777293046227200 |
| 2021-06-01 | 7.6346295210533610 |
| 2021-07-01 | 7.6522434426273890 |
| 2021-08-01 | 7.6539714535849590 |
| 2021-09-01 | 7.6007617866027810 |
| 2021-10-01 | 7.7060682482504700 |
| 2021-11-01 | 7.6671866126075100 |
| 2021-12-01 | 7.7709933371373890 |
| 2022-01-01 | 7.5671853691260390 |
| 2022-02-01 | 7.5348665810408200 |
| 2022-03-01 | 7.5436331999147900 |
| 2022-04-01 | 7.5716861906967990 |
| 2022-05-01 | 7.6842122226058690 |
| 2022-06-01 | 7.7396970944201895 |
| 2022-07-01 | 7.8575480983926200 |
| 2022-08-01 | 7.8548282181045900 |
| 2022-09-01 | 7.9145999347052900 |
| 2022-10-01 | 7.7190355910500400 |
| 2022-11-01 | 7.6718397340836600 |
| 2022-12-01 | 7.6557129768638900 |
| 2023-01-01 | 7.7499643852232700 |
| 2023-02-01 | 7.7289281269465900 |
| 2023-03-01 | 7.7324458810135805 |
| 2023-04-01 | 7.6744609982963095 |
| 2023-05-01 | 7.6863538576808700 |
| 2023-06-01 | 7.6467652781118090 |
| 2023-07-01 | 7.5599166583092400 |
| 2023-08-01 | 7.5572867228976800 |
| 2023-09-01 | 7.5180795785108490 |
| 2023-10-01 | 7.4362252417473600 |
| 2023-11-01 | 7.5805039249665400 |
| 2023-12-01 | 7.6439645521751600 |
| 2024-01-01 | 7.6405567155571110 |
| 2024-02-01 | 7.6239979200372500 |
| 2024-03-01 | 7.6222890924315800 |
| 2024-04-01 | 7.5672164320412900 |
| 2024-05-01 | 7.4846331530776000 |
| 2024-06-01 | 7.3537132205703700 |
| 2024-07-01 | 7.4649991701026390 |
| 2024-08-01 | 7.3634169278377400 |
| 2024-09-01 | 7.5206841205332100 |
| 2024-10-01 | 7.5502618597256690 |
| 2024-11-01 | 7.5846988171486800 |
| 2024-12-01 | 7.6335967760877095 |
